{"id":"W1591282301","doi":"10.1002/jcop.21499","title":"“UNDERSTAND MY SIDE, MY SITUATION, AND MY STORY:” INSIGHTS INTO THE SERVICE NEEDS AMONG SUBSTANCE‐ABUSING HOMELESS MOTHERS","year":2012,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Drug Abuse","keywords":"Social connectedness; Focus group; Intervention (counseling); Substance use; Psychology; Substance abuse; Service (business); Qualitative research; Service provider; Needs assessment; Clinical psychology; Nursing; Social psychology; Medicine; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003883209,0.0001939826,0.0006432242,0.0002625353,0.00264521,0.00002932163,0.0005408434,0.0003438638,0.0000902571],"category_scores_gemma":[0.0001147036,0.0001392528,0.00006746851,0.0004964686,0.0003695158,0.0005909763,0.00009406947,0.002705646,0.00001677332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189259,"about_ca_system_score_gemma":0.0001265979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008377699,"about_ca_topic_score_gemma":0.01962144,"domain_scores_codex":[0.9928083,0.005708875,0.0006551211,0.00006773416,0.0002763344,0.0004835654],"domain_scores_gemma":[0.9963754,0.001481027,0.0008581528,0.0004782095,0.0005715622,0.000235619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009493254,0.0001698586,0.1031291,0.00008530804,0.00009885441,0.000001835448,0.8914095,0.000008661628,0.0002671825,0.0009125973,0.0003253236,0.003496829],"study_design_scores_gemma":[0.00113602,0.00007270849,0.3502471,0.0001369746,0.00004301755,0.000002609199,0.6328216,0.000005736183,0.000009709932,0.00357453,0.01182369,0.0001263641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859849,0.003724046,0.001740932,0.004431074,0.001215069,0.0002323281,0.000001155696,0.00002156056,0.002648887],"genre_scores_gemma":[0.9956507,0.001227205,0.0001123761,0.002381294,0.0005336442,0.0000065256,0.000002953069,0.00003355601,0.00005175329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258588,"threshold_uncertainty_score":0.9995952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056881136248563,"score_gpt":0.4211124061470173,"score_spread":0.3154242925221611,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}